He stared out the window, watching the rain streak down the glass, mimicking the tears he wouldn't allow himself to shed. His stomach twisted with a familiar knot of unease as the email confirmation of the transfer arrived.

"Another one," he muttered under his breath, the words a hollow echo in the otherwise empty office. He found himself picking at the corner of the desk, a habit he'd adopted in moments of stress.

He knew he should be positive, make an effort, but the enthusiasm felt impossible to muster. Even the thought of a new beginning lacked any luster.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259